Dynamic Modelling of N-of-1 Data: Powerful and Flexible Data Analytics

Updated: Sep 30, 2019

Authors: Dr Rute Vieira, Dr Suzanne McDonald, Dr Vera Araújo-Soares, Dr Falko F. Sniehotta, and Dr Robin Henderson

This paper examines the statistical methods used in n-of-1 trial design.  This paper examines the statistical considerations for analysing n-of-1 studies and reviews some of the current methodologies. They describe the use of a dynamic regression model that is adaptable to measuring different types of outcomes that address the challenges of n-of-1 statistical modelling.

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Dynamic modelling of n-of-1 data: Powerful and flexible data analytics applied to individualised studies